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Bruce Martin b521a17ffd improve column access speed for sparse matrices (#742)
* improve column access speed for sparse matrices

* add FAQ entry about data format performance

* add note about using --sparse flag for prepare command

* clean up for PR review

* Update docs/faq.md

Co-Authored-By: bkmartinjr <bruce@chanzuckerberg.com>

* improvements to big data faq
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